Round 418

Round UUID: 50335115-cf61-42ed-b903-ea8786e6d0b0

Prompt:

Given the following attributes for an entity:
- SecretHandshakeQuality (a number)
- AccentThickness (a number)
Predict whether the entity is 'DoubleAgent' or 'Loyal' based on these explicit rules:

1. If SecretHandshakeQuality >= 85, predict 'DoubleAgent'.
2. Else, if AccentThickness >= 40, predict 'Loyal'.
3. Else, if SecretHandshakeQuality < 60, predict 'Loyal'.
4. Else (SecretHandshakeQuality between 60 and 85, AccentThickness < 40):
    - If AccentThickness < 35, predict 'DoubleAgent'.
    - Otherwise, predict 'Loyal'.

Base your prediction strictly on these thresholds and criteria using only the provided numbers. Do not consider any other factors.

• Inferences: 200
• Created: 2025-04-18 22:47:40+00:00
• First inference: 2025-04-18 22:47:43+00:00
• Last inference: 2025-04-18 22:54:40+00:00
• Completed: yes
• Train accuracy: 0.75 (KT 0.126)
• Validation accuracy: 0.8 (KT 0.098)
• Test accuracy: 0.8 (KT 0.098)